WASHINGTON—President Barack Obama spoke with Russian President Vladimir Putin on Friday about the crisis in Ukraine and U.S. accusations that Moscow has violated an arms-control treaty, the White House said in a statement.

Mr. Obama reiterated his "deep concerns about Russia's increased support for the separatists in Ukraine" and told Mr. Putin he prefers to resolve the crisis diplomatically, the White House said.